Quantile Regression for Distributional Reward Models in RLHF

Quantile Regression for Distributional Reward Models in RLHF

16 September 2024

Nicolai Dorka

Papers citing "Quantile Regression for Distributional Reward Models in RLHF"

7 / 7 papers shown

Title
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning Xiaokun Wang Chris Jiangbo Pei Wei Shen Yi Peng ... Ai Jian Tianyidan Xie Xuchen Song Yang Liu Yahui Zhou OffRL LRM 28 0 0 12 May 2025
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking Fabrice Harel-Canada Boran Erol Connor Choi J. Liu Gary Jiarui Song Nanyun Peng Amit Sahai AAML 29 0 0 11 May 2025
Energy-Based Reward Models for Robust Language Model Alignment Anamika Lochab Ruqi Zhang 137 0 0 17 Apr 2025
OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses Angela Lopez-Cardona Sebastian Idesis Miguel Barreda-Ángeles Sergi Abadal Ioannis Arapakis 46 0 0 13 Mar 2025
Reinforcement Learning Enhanced LLMs: A Survey Shuhe Wang Shengyu Zhang Jingyang Zhang Runyi Hu Xiaoya Li Tianwei Zhang Jiwei Li Fei Wu G. Wang Eduard H. Hovy OffRL 134 7 0 05 Dec 2024
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 47 22 0 01 Oct 2024
Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation Chengzhi Lin Shuchang Liu Chuyuan Wang Yongqi Liu 27 3 0 17 Jul 2024